A survey of machine learning applications for power system analytics SM Miraftabzadeh, F Foiadelli, M Longo, M Pasetti 2019 IEEE International Conference on Environment and Electrical Engineering …, 2019 | 64 | 2019 |
Advances in the application of machine learning techniques for power system analytics: A survey SM Miraftabzadeh, M Longo, F Foiadelli, M Pasetti, R Igual Energies 14 (16), 4776, 2021 | 56 | 2021 |
Strategies for the modelisation of electric vehicle energy consumption: a review A Di Martino, SM Miraftabzadeh, M Longo Energies 15 (21), 8115, 2022 | 21 | 2022 |
Estimation Model of Total Energy Consumptions of Electrical Vehicles under Different Driving Conditions SM Miraftabzadeh, M Longo, F Foiadelli Energies 14 (4), 854, 2021 | 21 | 2021 |
Literature review on wireless charging technologies: Future trend for electric vehicle? CG Colombo, SM Miraftabzadeh, A Saldarini, M Longo, M Brenna, ... 2022 Second International Conference on Sustainable Mobility Applications …, 2022 | 20 | 2022 |
High-resolution PV power prediction model based on the deep learning and attention mechanism SM Miraftabzadeh, M Longo Sustainable Energy, Grids and Networks 34, 101025, 2023 | 17 | 2023 |
Energy consumption prediction of electric vehicles based on big data approach F Foiadelli, M Longo, S Miraftabzadeh 2018 IEEE International Conference on Environment and Electrical Engineering …, 2018 | 17 | 2018 |
A day-ahead photovoltaic power prediction via transfer learning and deep neural networks SM Miraftabzadeh, CG Colombo, M Longo, F Foiadelli Forecasting 5 (1), 213-228, 2023 | 14 | 2023 |
An unsupervised learning schema for seeking patterns in rms voltage variations at the sub-10-minute time scale Y Mohammadi, SM Miraftabzadeh, MHJ Bollen, M Longo Sustainable Energy, Grids and Networks 31, 100773, 2022 | 14 | 2022 |
A-day-ahead photovoltaic power prediction based on long short term memory algorithm SM Miraftabzadeh, M Longo, F Foiadelli SEST 2020-3rd International Conference on Smart Energy Systems and …, 2020 | 14* | 2020 |
Voltage-sag source detection: Developing supervised methods and proposing a new unsupervised learning Y Mohammadi, SM Miraftabzadeh, MHJ Bollen, M Longo Sustainable Energy, Grids and Networks 32, 100855, 2022 | 12 | 2022 |
Seeking patterns in rms voltage variations at the sub-10-minute scale from multiple locations via unsupervised learning and patterns' post-processing Y Mohammadi, SM Miraftabzadeh, MHJ Bollen, M Longo International Journal of Electrical Power & Energy Systems 143, 108516, 2022 | 10 | 2022 |
Different demand for charging infrastructure along a stretch of highway: Italian case study A Saldarini, L Barelli, D Pelosi, S Miraftabzadeh, M Longo, W Yaici 2022 IEEE International Conference on Environment and Electrical Engineering …, 2022 | 10 | 2022 |
K-means and alternative clustering methods in modern power systems SM Miraftabzadeh, CG Colombo, M Longo, F Foiadelli IEEE Access, 2023 | 9 | 2023 |
Data-driven model for PV power generation patterns extraction via unsupervised machine learning methods SM Miraftabzadeh, M Longo, M Brenna, M Pasetti 2022 North American Power Symposium (NAPS), 1-5, 2022 | 6 | 2022 |
Knowledge Extraction From PV Power Generation With Deep Learning Autoencoder and Clustering-Based Algorithms SM Miraftabzadeh, M Longo, M Brenna IEEE Access, 2023 | 5 | 2023 |
Strategic approach for electric vehicle charging infrastructure for efficient mobility along highways: a real case study in Spain A Saldarini, SM Miraftabzadeh, M Brenna, M Longo Vehicles 5 (3), 761-779, 2023 | 4 | 2023 |
A comprehensive study on electrification of old bus fleets: a real case study in ottawa CG Colombo, S Miraftabzade, M Aimar, D Zaninelli, M Longo, W Yaici 2022 International Symposium on Power Electronics, Electrical Drives …, 2022 | 4 | 2022 |
Investigating Winter Temperatures in Sweden and Norway: Potential Relationships with Climatic Indices and Effects on Electrical Power and Energy Systems Y Mohammadi, A Palstev, B Polajžer, SM Miraftabzadeh, D Khodadad Energies 16 (14), 5575, 2023 | 3 | 2023 |
Literature Review on Electric Grid Resilience: Electric Vehicles as a Possible Support? A Saldarini, M Longo, D Zaninelli, V Consolo, E Crisostomi, M Ceraolo, ... 2023 AEIT International Conference on Electrical and Electronic Technologies …, 2023 | 3 | 2023 |